SOTAVerified

Novel View Synthesis

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )

Papers

Showing 551600 of 1441 papers

TitleStatusHype
GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene ModelingCode0
Modeling Ambient Scene Dynamics for Free-view Synthesis0
From Chaos to Clarity: 3DGS in the Dark0
Spatial Annealing for Efficient Few-shot Neural RenderingCode0
Cinematic Gaussians: Real-Time HDR Radiance Fields with Depth of Field0
Generalizable Human Gaussians from Single-View ImageCode2
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View SynthesisCode3
RefGaussian: Disentangling Reflections from 3D Gaussian Splatting for Realistic Rendering0
VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction0
Multi-style Neural Radiance Field with AdaINCode0
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal SamplingCode1
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single ImageCode3
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals0
Encoding Semantic Priors into the Weights of Implicit Neural Representation0
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion0
Dynamic 3D Gaussian Fields for Urban Areas0
WE-GS: An In-the-wild Efficient 3D Gaussian Representation for Unconstrained Photo Collections0
Learning Temporally Consistent Video Depth from Video Diffusion Priors0
RaDe-GS: Rasterizing Depth in Gaussian SplattingCode4
Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian SplattingCode0
Efficient Neural Light Fields (ENeLF) for Mobile Devices0
Bilateral Guided Radiance Field Processing0
ContextGS: Compact 3D Gaussian Splatting with Anchor Level Context ModelCode2
GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View SynthesisCode1
GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction0
GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis0
IReNe: Instant Recoloring of Neural Radiance Fields0
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian0
A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction0
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images0
LP-3DGS: Learning to Prune 3D Gaussian Splatting0
Neural Radiance Fields for Novel View Synthesis in Monocular Gastroscopy0
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering0
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free-View Synthesis of Indoor ScenesCode2
Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh0
RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance FieldsCode1
NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields0
A Refined 3D Gaussian Representation for High-Quality Dynamic Scene Reconstruction0
SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene DestructionCode1
GFlow: Recovering 4D World from Monocular Video0
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam VideosCode2
DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal0
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative WarpingCode3
Feature Splatting for Better Novel View Synthesis with Low OverlapCode1
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian SplattingCode3
GS-Hider: Hiding Messages into 3D Gaussian Splatting0
DisC-GS: Discontinuity-aware Gaussian Splatting0
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View SynthesizerCode3
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2K-Planes (hybrid)PSNR26.92Unverified
3JAXNeRFPSNR26.92Unverified
4Plenoxels + NeRFLiXPSNR26.9Unverified
5K-Planes (explicit)PSNR26.78Unverified
6TensoRFPSNR26.73Unverified
7NeRFPSNR26.5Unverified
8PlenoxelsPSNR26.29Unverified
9HyperReelPSNR26.2Unverified
10MobileNeRFPSNR25.91Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52Unverified
2MobileNeRFLPIPS0.47Unverified
3NeRF++LPIPS0.43Unverified
4C3DGSLPIPS0.25Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24Unverified
6HAC 3DGSLPIPS0.23Unverified
7Compact3DLPIPS0.23Unverified
8Self-Organizing GaussiansLPIPS0.22Unverified
93D Gaussian SplattingLPIPS0.21Unverified
103DGEERLPIPS0.21Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66Unverified
2Self-Organizing GaussiansPSNR33.7Unverified
3I-NGPPSNR33.18Unverified
4TensoRFPSNR33.14Unverified
5K-Planes (hybrid)PSNR32.36Unverified
6K-Planes (explicit)PSNR32.21Unverified
7PlenoxelsPSNR31.71Unverified
8JAXNeRFPSNR31.65Unverified
9NeRFPSNR31Unverified
10MobileNeRFPSNR30.9Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24Unverified
2TensoRF + NeRFLiXPSNR28.94Unverified
3Plenoxels + NeRFLiXPSNR28.61Unverified
4Self-Organizing GaussiansPSNR25.63Unverified
5HAC 3DGSPSNR24.4Unverified
6Compact3DPSNR23.47Unverified
73D Gaussian SplattingPSNR23.14Unverified
8Mip-NERF 360PSNR19.65Unverified
9DIVeR + NeRFLiXSSIM0.92Unverified
10C3DGSPSNR0.23Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34Unverified
2Zip-NeRFAverage PSNR (dB)26.11Unverified
3R3FAverage PSNR (dB)24.95Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13Unverified
5Rose-NeRFAverage PSNR (dB)22.86Unverified
6NeuSAverage PSNR (dB)19.62Unverified
7SplatfactoAverage PSNR (dB)19.53Unverified
8TNSRAverage PSNR (dB)18.64Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1Unverified
2Instant NGPPSNR33.1Unverified
3AdaNeRFPSNR30.9Unverified
4NeRFPSNR30.9Unverified
5DoNeRFPSNR30.8Unverified
6TermiNeRFPSNR29.8Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37Unverified
2NAFPSNR38.81Unverified
3TensoRFPSNR37.67Unverified
4NeATPSNR36.01Unverified
5NeRFPSNR32.49Unverified
6InTomoPSNR31.96Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15Unverified
3Pixel-NeRF (env: ABC)PSNR12.15Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5Unverified
23DGUTPSNR30.64Unverified
3EVERPSNR29.47Unverified
4FisheyeGSPSNR27.81Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88Unverified
2hybridNLL5.34Unverified
3impl.-catdepthSSIM0.42Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11Unverified
2StereoLayers (2 layers)LPIPS0.1Unverified
3StereoLayersLPIPS0.1Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37Unverified
2HDR-NeRFAverage PSNR36.4Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15Unverified
2NeRF--Average PSNR23.92Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84Unverified
2Impl.-depthNLL4.84Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7Unverified